{"id":"W6893757611","doi":"10.5281/zenodo.4545254","title":"Ophiomyia frosti Spencer","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Holotype; Petiole (insect anatomy); Frass; Larva; Ovipositor; Genus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008604561,0.0004060844,0.000187373,0.0006710684,0.0008252996,0.0001798015,0.000215065,0.0002973398,0.004586791],"category_scores_gemma":[0.0002185046,0.0001149417,0.0001458998,0.0003115667,0.0002166283,0.0004947235,0.0004988898,0.0004454374,0.001263795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007334236,"about_ca_system_score_gemma":0.0002935894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01243492,"about_ca_topic_score_gemma":0.01478568,"domain_scores_codex":[0.9999102,0.000004647059,0.000006019168,0.00003058932,0.00002754175,0.00002106646],"domain_scores_gemma":[0.9999231,0.00001025191,0.00002921921,0.000008684461,0.0000129508,0.00001573429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007454709,0.0001062398,0.03789205,0.0007349259,0.00004826847,0.007218829,0.001841858,0.001079708,0.7208099,0.004733438,0.0103909,0.2143984],"study_design_scores_gemma":[0.000115686,0.0008300633,0.6924056,0.0003501121,0.00006020831,0.01518831,0.00143621,0.000898278,0.03010549,0.001635768,0.2569205,0.00005372717],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8908345,0.004170294,0.001774636,0.000393807,0.0001376978,0.0001648174,0.003073062,0.0002080245,0.09924311],"genre_scores_gemma":[0.9774843,0.00130074,0.002154712,0.0002732237,0.00005085242,0.00003621302,0.001351261,0.00001489265,0.01733387],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01243492,"threshold_uncertainty_score":0.02472508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02080551531538826,"score_gpt":0.2427365143770635,"score_spread":0.2219309990616753,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}